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Mastering Data Structures and Algorithms Using Python: A Comprehensive 2024 Guide
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Welcome to our tutorial on 'Mastering Data Structures and Algorithms Using Python' - the ultimate guide for developers in 2024! This video is expertly crafted to enhance your programming skills with Python, one of the most sought-after languages in the tech industry.
🔍 What You Will Learn:
Basic to Advanced Data Structures: Discover the intricacies of arrays, linked lists, stacks, and queues. Understand how to implement these structures in Python for optimal data management.
Algorithm Mastery: Dive into essential algorithms like sorting (quicksort, mergesort) and searching (binary search), crucial for problem-solving in Python.
Real-World Applications: See how these concepts are applied in real software development scenarios, making you industry-ready.
👨💻 Perfect for All Levels: Whether you're a beginner keen on learning Python from scratch or an experienced developer looking to update your algorithm skills, this video caters to all.
📈 Boost Your Career: These skills are key for technical interviews and advanced programming tasks, setting you up for success in the dynamic field of software development.
💡 Interactive Learning: Engage with practical coding exercises and projects. We encourage you to code along and apply the concepts discussed.
📝 Engage with Our Community: Have questions or need guidance? Drop a comment below! Plus, subscribe and turn on notifications for more cutting-edge Python content.
💬 Let's Connect: Share your thoughts and suggestions in the comments. Your feedback shapes our future tutorials!
🏷️ Tags:
#Python #DataStructures #Algorithms #PythonTutorial2024 #LearnPython #PythonProgramming #CodingSkills #SoftwareDevelopment #PythonForBeginners #PythonProjects #PythonAlgorithms #PythonDataStructuresTutorial #TechEducation #CodingExercises #PythonCareer #PythonSkills #developerguide
⌚ Time Stamps ⌚
00:00:00 Start
00:04:39 Let's Start DS and Algo
00:05:08 Algorithmic Complexity
00:21:31 How to Calculate Order of Growth
00:45:53 Complexity Classes
00:55:42 Time Complexity Practice Questions
01:32:29 What is Data Structure?
01:37:29 Linear vs Non-Linear Data Structure
01:39:11 Array and Its Disadvantages
01:42:36 Referential Arrays
01:47:31 Dynamic Array
01:51:45 Python Lists Are Dynamic Arrays
01:55:19 Creating Our Own List
02:01:21 Adding Len Functionality to Our List Class
02:02:59 Adding Append Function
02:13:24 Adding Print Functionality
02:16:47 Fetch Item Using Index
02:20:07 Adding Pop
02:23:52 Adding Clear()
02:25:35 Searching an Item in an Array
02:28:25 Inserting Item in an Array - Middle
02:37:34 Deleting Item from an Array
02:44:47 Removing Item by Value
02:49:52 Intro to Linked List
03:00:45 Intro to Linked List - (New)
03:08:06 How to Create Node of Linked Lists
03:14:08 Creating an Empty Linked List
03:17:03 Finding Length of a Linked List
03:18:18 Insert from Head
03:24:40 Traversing a Linked List
03:31:11 Insert from Tail
03:41:39 Inserting in the Middle
03:53:27 Empty the Linked List
03:55:20 Deleting from Head
03:58:20 Deleting from Tail
04:07:02 Delete by Value
04:19:12 Searching a Node in Linked List
04:22:24 Find Node by Index Position
04:24:58 Arrays vs Linked List
04:27:02 Practice Recursion ii MCQs
04:33:55 Replace Maximum Item
04:38:37 Sum Odd Position
04:42:04 Linked List In-Place Reversal
04:53:37 Linked List String Pattern Problem
05:06:27 What is Stack
05:11:37 Stack Using Linked List
05:22:26 Stack String Reverse Theory
05:26:24 Stack Reverse Code
05:30:40 Stack Undo Redo
05:35:29 Stack Undo Redo Code
05:38:42 Stack Bracket Problem Theory
05:46:02 Celebrity Problem Code
05:55:37 Celebrity Problem Stack Theory
06:07:00 Stack Array Implementation
06:20:53 Queue Implementation
06:38:36 Queue Using 2 Stacks
06:43:24 Queue Recursion MCQs
06:46:14 Hashing Intuition
07:03:26 Collisions in Hashing
07:33:34 Hashing in Python with Linear Probing
08:11:37 Hashing Using Chaining Part-1
08:46:03 Hashing and Load Factor
09:07:27 Hashing Deleting Accessing Traversing
09:24:04 Linear Search
09:28:11 Binary Search
09:41:23 Weird Sorting Algorithm
09:51:19 Bubble Sort
10:25:12 Selection Sort
10:57:11 Merge Sort
Data Structures and Algorithms Using Python,Data structures and algorithms using Python for beginners,Data structures and algorithms using Python tutorial,Data structures and algorithms using Python course,Data structures and algorithms using Python examples,python data structures and algorithms,python search algorithms,programming data structures and algorithms using python nptel assignment answers,data structures and algorhitms using python,data structures in python
🔍 What You Will Learn:
Basic to Advanced Data Structures: Discover the intricacies of arrays, linked lists, stacks, and queues. Understand how to implement these structures in Python for optimal data management.
Algorithm Mastery: Dive into essential algorithms like sorting (quicksort, mergesort) and searching (binary search), crucial for problem-solving in Python.
Real-World Applications: See how these concepts are applied in real software development scenarios, making you industry-ready.
👨💻 Perfect for All Levels: Whether you're a beginner keen on learning Python from scratch or an experienced developer looking to update your algorithm skills, this video caters to all.
📈 Boost Your Career: These skills are key for technical interviews and advanced programming tasks, setting you up for success in the dynamic field of software development.
💡 Interactive Learning: Engage with practical coding exercises and projects. We encourage you to code along and apply the concepts discussed.
📝 Engage with Our Community: Have questions or need guidance? Drop a comment below! Plus, subscribe and turn on notifications for more cutting-edge Python content.
💬 Let's Connect: Share your thoughts and suggestions in the comments. Your feedback shapes our future tutorials!
🏷️ Tags:
#Python #DataStructures #Algorithms #PythonTutorial2024 #LearnPython #PythonProgramming #CodingSkills #SoftwareDevelopment #PythonForBeginners #PythonProjects #PythonAlgorithms #PythonDataStructuresTutorial #TechEducation #CodingExercises #PythonCareer #PythonSkills #developerguide
⌚ Time Stamps ⌚
00:00:00 Start
00:04:39 Let's Start DS and Algo
00:05:08 Algorithmic Complexity
00:21:31 How to Calculate Order of Growth
00:45:53 Complexity Classes
00:55:42 Time Complexity Practice Questions
01:32:29 What is Data Structure?
01:37:29 Linear vs Non-Linear Data Structure
01:39:11 Array and Its Disadvantages
01:42:36 Referential Arrays
01:47:31 Dynamic Array
01:51:45 Python Lists Are Dynamic Arrays
01:55:19 Creating Our Own List
02:01:21 Adding Len Functionality to Our List Class
02:02:59 Adding Append Function
02:13:24 Adding Print Functionality
02:16:47 Fetch Item Using Index
02:20:07 Adding Pop
02:23:52 Adding Clear()
02:25:35 Searching an Item in an Array
02:28:25 Inserting Item in an Array - Middle
02:37:34 Deleting Item from an Array
02:44:47 Removing Item by Value
02:49:52 Intro to Linked List
03:00:45 Intro to Linked List - (New)
03:08:06 How to Create Node of Linked Lists
03:14:08 Creating an Empty Linked List
03:17:03 Finding Length of a Linked List
03:18:18 Insert from Head
03:24:40 Traversing a Linked List
03:31:11 Insert from Tail
03:41:39 Inserting in the Middle
03:53:27 Empty the Linked List
03:55:20 Deleting from Head
03:58:20 Deleting from Tail
04:07:02 Delete by Value
04:19:12 Searching a Node in Linked List
04:22:24 Find Node by Index Position
04:24:58 Arrays vs Linked List
04:27:02 Practice Recursion ii MCQs
04:33:55 Replace Maximum Item
04:38:37 Sum Odd Position
04:42:04 Linked List In-Place Reversal
04:53:37 Linked List String Pattern Problem
05:06:27 What is Stack
05:11:37 Stack Using Linked List
05:22:26 Stack String Reverse Theory
05:26:24 Stack Reverse Code
05:30:40 Stack Undo Redo
05:35:29 Stack Undo Redo Code
05:38:42 Stack Bracket Problem Theory
05:46:02 Celebrity Problem Code
05:55:37 Celebrity Problem Stack Theory
06:07:00 Stack Array Implementation
06:20:53 Queue Implementation
06:38:36 Queue Using 2 Stacks
06:43:24 Queue Recursion MCQs
06:46:14 Hashing Intuition
07:03:26 Collisions in Hashing
07:33:34 Hashing in Python with Linear Probing
08:11:37 Hashing Using Chaining Part-1
08:46:03 Hashing and Load Factor
09:07:27 Hashing Deleting Accessing Traversing
09:24:04 Linear Search
09:28:11 Binary Search
09:41:23 Weird Sorting Algorithm
09:51:19 Bubble Sort
10:25:12 Selection Sort
10:57:11 Merge Sort
Data Structures and Algorithms Using Python,Data structures and algorithms using Python for beginners,Data structures and algorithms using Python tutorial,Data structures and algorithms using Python course,Data structures and algorithms using Python examples,python data structures and algorithms,python search algorithms,programming data structures and algorithms using python nptel assignment answers,data structures and algorhitms using python,data structures in python
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